Objective To explore the application value of artificial intelligence in medical research assistance, and analyze the key paths to achieve precise execution of model instructions, improvement of model interpretation completeness, and control of hallucinations. Methods Taking esophageal cancer research as the scenario, five types of literature including research articles, case reports, reviews, editorials, and guidelines were selected for model interpretation tests. The model performance was systematically evaluated from five dimensions: recognition accuracy, format accuracy, instruction execution accuracy, content reliability rate, and content completeness index. The performance differences of Ruibin Agent, GPT-4o, Claude 3.7 Sonnet, DeepSeek V3, and DouBao-pro models in medical literature interpretation tasks were compared. Results A total of 15 studies were included, with 3 studies of each type. The five models collectively conducted 1 875 tests. Due to the poor recognition accuracy of the editorial type, the overall recognition accuracy of Ruibin Agent was significantly lower than other models (92.0% vs. 100.0%, P＜0.001). In terms of format accuracy, Ruibin Agent was significantly better than Claude 3.7 Sonnet (98.7% vs. 92.0%, P=0.002) and GPT-4o (98.7% vs. 78.9%, P＜0.001). In terms of instruction execution accuracy, Ruibin Agent was better than GPT-4o (97.3% vs. 80.0%, P＜0.001). In terms of content reliability rate, Ruibin Agent was significantly lower than Claude 3.7 Sonnet (84.0% vs. 92.0%, P=0.010) and DeepSeek V3 (84.0% vs. 94.7%, P＜0.001). In terms of content completeness index, the median scores of Ruibin Agent, GPT-4o, Claude 3.7 Sonnet, DeepSeek V3, and DouBao-pro were 0.71, 0.60, 0.85, 0.74, and 0.77, respectively. Conclusion Ruibin Agent has significant advantages in terms of formatted interpretation of medical literature and instruction execution accuracy. In the future, it is necessary to focus on optimizing the recognition ability of editorial types, strengthening the coverage ability of core elements of various types of literature to improve interpretation completeness, and improving content reliability through optimizing the confidence mechanism to ensure the rigor of medical literature interpretation.

BACKGROUND:The specific molecular mechanism of the transformation from normal healthy people to acute cervical spondylotic radiculopathy has not been clear,which needs to be further studied. OBJECTIVE:To investigate the differential expression of serum proteomics between normal healthy people and patients with acute cervical spondylotic radiculopathy,and to find and identify potential specific serum markers between them. METHODS:The serum samples of eight patients with acute cervical spondylotic radiculopathy and eight normal healthy people were collected,and the proteomic screening and analysis were performed by tandem mass tag combined with liquid chromatography-tandem mass spectrometry technology,in order to explore and identify serum proteins differentially expressed in patients with acute cervical spondylotic radiculopathy. RESULTS AND CONCLUSION:A total of 183 significantly differential proteins were screened by tandem mass tag technology,and 11 significantly differential proteins were identified(P＜0.05).Compared with normal healthy people,three differential proteins were significantly up-regulated,including human leukocyte antigen-A,secretoglobin family 1a member 1,and protein 4-hydroxyphenylpyruvate dioxygenase,and seven differential proteins were significantly down-regulated,such as immunoglobulin heavy constant gamma 3,skin factor,and myosin light chain 3,in patients with acute cervical spondylotic radiculopathy.Gene ontology enrichment analysis showed that these differential proteins participated in antigen binding,immunoglobulin receptor binding and other molecular functions.Protein-protein interaction analysis showed that among the common differential proteins between normal healthy people and patients with acute cervical spondylotic radiculopathy,HLA-A,HPD,PSMA3,DMKN,SCGB1A1,and MYL3 were located at the nodes of the functional network,and were closely related to the systems of body immunity,cellular inflammatory response,energy metabolism,and mechanical pressure.The significantly differential proteins HLA-A,HPD and MYL3 were verified by western blot,and the results were consistent with those of proteomics.To conclude,tandem mass tag combined with liquid chromatography-tandem mass spectrometry technology can be used to find the differentially expressed proteins in serum between normal healthy people and patients with acute cervical spondylotic radiculopathy.It is preliminarily believed that HLA-A,HPD and MYL3 may be specific serum markers of acute cervical spondylotic radiculopathy,providing a new direction for further research on its pathogenesis.

Objective:To discuss the classification and treatment of ureteroileal anastomotic stricture (UAS) after radical cystectomy.Methods:The clinical data of 34 patients with UAS after radical cystectomy in the Department of Urology of Tongji Hospital from January 2017 to January 2022 were reviewed and analyzed. There were 25 males and 9 females. The average age was (66.3±7.7)years, including 2 cases of bilateral hydronephrosis and 32 cases of unilateral hydronephrosis. The average time of UAS was detected (14.7±6.5)months after radical cystectomy. There were 32 patients of unilateral hydronephrosis and 2 patients of bilateral hydronephrosis. Two patients had undergone nephrostomy in an external hospital. Three patients had elevated leukocytes in blood routine. Among them, two patients had fever. First, nephrostomy on the hydronephrosis side and anti-infection treatment were performed. After routine blood tests showed that the white blood cells were normal and antibiotics were stopped for 24 hours without fever, the operation was performed. 34 patients had preoperative hydronephrosis of (2.7±0.6) cm. Of the 34 cases in this group, 5 cases were injected with methylene blue through a preoperative nephrostomy tube, and 29 were injected with methylene blue through the renal pelvis using an 18G puncture needle under ultrasound guidance. Using a ureteroscope to observe in the ileal bladder, methylene blue was seen in 4 cases. Methylene blue was used to guide the search for the stenosis and a super smooth guide wire was inserted. Among them, 3 cases were dilated with a 5 mm ureteral dilation balloon catheter, 1 case was dilated with a F14 ureteral access sheath, and then a F6 single J stent was inserted. Methylene blue was not seen in the ileal conduit in 30 cases, of which 16 cases were treated with a flexible ureteroscope through the nephrostomy to locate the stenosis, incised with a 30 W holmium laser. 9 cases were treated with 5 mm ureteral dilation balloon catheter, and 7 cases were treated with a F14 ureteral access sheath, and then an F6 single J stent was inserted. 14 cases were unable to find the stenosis by antegrade method. According to the operation time and patient's condition, it was decided to perform immediate or second stage dual endoscope surgery. Through the nephrostomy, a flexible ureteroscope was used to enter the stenosis along the super slide guide wire. A rigid ureteroscope was used to observe the stenosis through the ileal conduit, and the stenosis was found. The stenosis was found in 10 cases and incised with a 30 W holmium laser. 8 cases were treated with 5 mm ureteral dilation balloon catheter, and 2 cases were treated with a F14 ureteral access sheath, and then an F6 single J stent was inserted. 4 cases were still unable to accurately locate the stenosis using the dual endoscope surgery(one case was bilateral stenosis, and one side was relieved), and continued indwelling nephrostomy. The definition of successful removal of stricture in this study is that an F6 single J stent can be inserted into the ureter.Results:UAS were classified into four types based on the severity of the intraoperative findings: Type Ⅰ, the narrow ureteral lumen is more than 50% narrower than the normal ureteral lumen, but methylene blue can pass through in strands; Type Ⅱ, needle like stricture of the ureteral lumen, allowing only methylene blue filaments to pass through; Type Ⅲ, membranous atresia of the ureter, with a narrow segment of 1 to 3 mm in length, and methylene blue cannot pass through; Type Ⅳ, long segment stenosis. Of the 34 cases in this group, 4 cases were type Ⅰ, and the stenosis was dredged by retrograde method; 16 cases were type Ⅱ, and the stenotic segments were dredged by antegrade method; 10 cases were type Ⅲ, and the stenosis was dredged by the dual endoscope surgery; Four cases were of type Ⅳ (one case was of bilateral UAS, one side was of type Ⅲ, and the other side was of type Ⅳ, which was classified as type Ⅳ). The stenotic segment could not be solved through the above methods. Among the 34 patients, 30 patients were successfully relieved of anastomotic obstruction, and 1 patient with bilateral obstruction was unilaterally relieved of anastomotic obstruction. In the other 3 cases, because the stenosis segment was too long, 2 cases were changed to nephrostomy, and 1 case was changed to open surgery, with a success rate of 88.2%. UAS was classified into 4 types based on the severity of UAS seen during surgery. No serious complications occurred during and after the operation. During the follow-up of 6-24 months, the imaging evaluation of 4 patients showed that hydronephrosis was aggravated, with an average increase in creatinine of (32.5±10.9)μmol/L, requiring replacement of a single J tube. The imaging evaluation of the remaining 26 patients showed that the postoperative hydronephrosis was 0.9 ± 0.6 cm less than the preoperative hydronephrosis 2.6 ± 0.6 cm, with a statistically significant difference ( P<0.01). The quality of life score at 3 months after surgery was (1.9±0.6), which was significantly improved compared to the preoperative indwelling nephrostomy period (5.2±0.7), with a statistically significant difference ( P<0.01) Conclusions:The treatment of UAS after radical cystectomy with retrograde, antegrade, and dual endoscope surgery has a high success rate, which can help some patients avoid the inconvenience of indwelling external drainage tubes and the risk of open surgery. Choosing an appropriate surgical method can achieve the goal of treating UAS with minimal trauma.

Objective: To investigate the prevalence of video display terminal syndrome (VDT) among medical students in university, and to explore the correlation between VDT syndrome and depressive symptoms, so as to provide theoretical guidance for promoting college students mental health. Methods: A total of 3 265 freshmen and juniors in the Department of Medicine of Nanchang University were surveyed with census method in November 2019 to collect information regarding general information, symptoms related to VDT syndrome, depression status. Results: In the valid questionnaire, the detection rate of VDT syndrome among college students was 33.3%, and the detection rates of VDT syndrome varied significantly by sex and clinical major( χ 2=6.45, 18.82 , P <0.05); The detection rate of depressive symptoms was 54.6%. One way ANOVA showed that there was significant differences in VDT syndrome status between those with and without depression symptoms ( χ 2=63.88, P < 0.01 ). Multivariate Logistic regression showed that VDT syndrome could increase the risk of detecting depression ( OR=1.84, 95%CI=1.58-2.14, P <0.01). Conclusion VDT syndrome has a high detection rate in college medical students and is a risk factor for depression in medical students. Society and schools should pay attention to health education on the rational use of video terminals for medical students, and take corresponding measures to intervene, so as to improve the physical and mental health of medical students.

Objective:To study the influencing factors of doctors′ compliance intention towards clinical pathways at diagnosis-related groups(DRG) pilot hospitals, as a reference in advancing the development of critical pathways management and the transition of DRG payment methods from pilot exploration to actual payment.Methods:With purposive sampling method, an online questionnaire survey was conducted on doctors at 4 tertiary hospitals involved in the DRG pilot in Wuhan from December 2020 to February 2021. The questionnaire covered doctors′ basic personal information, identification degree of three dimensions based on the theory of planned behavior, as well as their past compliance behavior and compliance willingness of clinical pathways. The influence of different factors on doctors′ clinical path compliance intention was analyzed by Kruskal-Wallis test and Wilcoxon signed-rank test, and the ordered multi-class logistic regression analysis was used in multivariate analysis.Results:335 valid questionnaires were obtained, of which 205(61.2%) doctors had high willingness to follow clinical pathways. Such factors as degree of attention to peer doctors′ attitudes towards clinical pathways( OR=16.44), sufficient understanding of the documents( OR=14.91), the adaptation between information systems and clinical pathways( OR=12.54), sufficient learning resources( OR=9.42), and high enrollment rate of their patients in charge in the past six months( OR=5.77), could positively affect the doctors′ willingness to follow clinical pathways. The high enrollment completion rate of patients cared by doctors in the past six months( OR=0.09) and the high mutation rate caused by medical prescriptions( OR=0.00) negatively affected doctors′ compliance intention towards clinical pathway. Conclusions:Most doctors at DRG pilot hospitals had high willingness to comply with the clinical pathways. The main factors affecting their willingness to follow the clinical pathway include, previous relevant work experience, the attitude of peer doctors, and support resources. To increase doctors′ compliance willingness towards clinical pathway, it is necessary to speed up the DRG payment process, adopt a flexible management model, enhance the sense of participation of doctors, and ensure adequate support vesources.

Alternative polyadenylation(APA)is a crucial step in post-transcriptional regulation.Previous bioinformatic studies have mainly focused on the recognition of polyadenylation sites(PASs)in a given genomic sequence,which is a binary classification problem.Recently,computa-tional methods for predicting the usage level of alternative PASs in the same gene have been pro-posed.However,all of them cast the problem as a non-quantitative pairwise comparison task and do not take the competition among multiple PASs into account.To address this,here we propose a deep learning architecture,Deep Regulatory Code and Tools for Alternative Polyadenylation(DeeReCT-APA),to quantitatively predict the usage of all alternative PASs of a given gene.To accommodate different genes with potentially different numbers of PASs,DeeReCT-APA treats the problem as a regression task with a variable-length target.Based on a convolutional neural network-long short-term memory(CNN-LSTM)architecture,DeeReCT-APA extracts sequence features with CNN layers,uses bidirectional LSTM to explicitly model the interactions among com-peting PASs,and outputs percentage scores representing the usage levels of all PASs of a gene.In addition to the fact that only our method can quantitatively predict the usage of all the PASs within a gene,we show that our method consistently outperforms other existing methods on three different tasks for which they are trained:pairwise comparison task,highest usage prediction task,and rank-ing task.Finally,we demonstrate that our method can be used to predict the effect of genetic variations on APA patterns and sheds light on future mechanistic understanding in APA regulation.

Objective:To investigate the risk factors of low anterior resection syndrome (LARS)after low anterior resection of rectal cancer (Dixon).Methods:This retrospective study was conducted in Peking University First Hospital and Traditional Chinese Medicine Hospital of Shanxi Provice from Jan 2012 to Jun 2019. A cohort of 504 patients with rectal cancer was enrolled in the study. All the patients underwent anterior resection. The relationship between clinical-pathological data were analyzed retrospectively. Univariate analysis using χ 2 test. Logistic regression analysis was used to screen the influencing factors of LARS, and the Nomogram method was used to score each factors. Results:Univariate analysis showed that BMI≥28 kg/m 2(χ 2=9.450, P=0.002), the distance from the lower edge of the tumors to the anus <6 cm (χ 2=12.070, P=0.001), high ligation of the inferior mesenteric artery (IMA) (χ 2=8.279, P=0.004), preoperative neoadjuvant therapy (χ 2=11.230, P=0.001), postoperative anastomotic leakage (χ 2=11.840, P=0.001) were associated with severe LARS.Multivariate analysis showed that the distance from the lower edge of the tumors to the anus <6 cm ( OR=1.861, 95% CI: 1.289-2.688, P=0.001), BMI≥28 kg/m 2 ( OR=1.747, 95% CI: 1.022-2.987, P=0.041), high IMA ligation ( OR=1.688, 95% CI: 1.157-2.463, P=0.007), preoperative neoadjuvant therapy ( OR=2.719, 95% CI: 1.343-5.505, P=0.005) were independent risk factors for LARS. Nomogram model showed that the total factor ranged from 2 to 212, and the corresponding risk rate ranged from 30% to 80%. The patients with higher score have greater risk for severe LARS. The area under the predictive power curve of Nomogram model (AUC) was 0.749 (95% CI: 0.705-0.793, P<0.001). Conclusion:Lower tumor location, obesity, preoperative neoadjuvant therapy, high IMA ligation and postoperative anastomotic leakage increase the risk of severe LARS.

OBJECTIVE： To provide reference for perfecting and improving the quality standard of Qiju dihuang oral liquid. METHODS： According to No. 0502 method stated in 2015 edition of Chinese Pharmacopeia （part Ⅳ）， TLC method was used to identify the fruit of Chinese wolfberry， Dendranthema morifolium and Paeonia suffruticosa in Qiju dihuang oral liquid. Using the fruit of C. wolfberry， D. morifolium and paeonol as control， the deployment systems were trichloromethane-ethyl acetate-formic acid （6 ∶ 1 ∶ 0.5， V/V/V）， trichloromethane-isopropanol-formic acid （10 ∶ 1 ∶ 0.5， V/V/V） and cyclohexane-ethyl acetate （3 ∶ 1， V/V）. The contents of morroniside， loganin and paeonol in Qiju dihuang oral liquid were determined by HPLC. The determination was performed on InertSustain C18 column with mobile phase consisted of acetonitrile-0.03％ phosphoric acid solution（gradient elution）at the flow rate of 1.0 mL/min. The detection wavelength was set at 240 nm （morroniside and loganin） and 274 nm （paeonol）， and the column temperature was 40 ℃. The sample size was 10 μL. RESULES： In TLC of the fruit of C. wolfberry， D. morifolium and P. suffruticosa， same color spots were shown in the corresponding positions of reference substance/control chromatogram without interference from negative control. The linear ranges of morroniside， loganin and paeonol were 2.12-106.17， 1.91-95.63 and 4.78-239.16 μg/mL （R2＝0.999 9， 0.999 9， 0.999 8）， respectively. The limits of quantitation were 2.12， 1.91， 2.39 μg/mL； the limits of detection were 0.53， 0.48， 0.59 μg/mL， respectively； RSDs of precision， reproducibility and stability tests were lower than 2％ （n＝6）. The average recoveries were 98.27％， 97.06％ and 97.65％ RSD were 0.80％， 1.18％ and 1.36％ （n＝6）. RSDs of durability tests were all lower than 2％ （n＝3）. CONCLUSIONS： The established method is simple， specific and durable， and can provide reference for improving the quality standard of Qiju dihuang oral liquid.

Objective To analyze the susceptibility of serotonin promoter single nucleotide polymorphism (SNP)rs956304 to chemotherapy-induced nausea and vomiting(CINV)in colorectal cancer.Methods Rs956304 genotypes and the clinical pathological data of 166 patients with colorectal cancer from September 2009 to April 2014 were retrospectively analyzed. Rs956304 genotype was analyzed by sequencing. The correlations between rs956304 genotype,factors of clinical pathology and CINV were analyzed by chi-square test. Unconditional logistic regression model was used to analyze the independent effect of rs956304 genotype on colorectal cancer CINV. Results Chi-square test showed that moderate to severe CINV was associated with rs956304 AG+GG genotype (P=0.011). Unconditional logistic regression model showed that the patients with AG+GG genotype had a signifi-cant higher risk of moderate to severe CINV than AA genotype(OR=3.215,95% CI:1.202 to 8.599,P=0.020). Conclusion Rs956304 AG+GG genotype is an independent risk factor for moderate to severe colorectal cancer CINV.

OBJECTIVETo examine the association between the genotype (LL, LS and SS) of serotonin transporter promoter gene polymorphism(5-HTTLPR) and clinicopathological factors, and to investigate the effect of 5-HTTLPR on the prognosis of colorectal cancer patients.

METHODSData of peripheral blood samples of 161 colorectal cancer patients at the Second Affiliated Hospital of Guangzhou Medical University from October 2009 to January 2014 were collected retrospectively. The genotyping of 5-HTTLPR was determined by PCR and agarose gel electrophoresis. Coincidence Chi-square test was used to examine the 5-HTTLPR genotype with Hardy-Weinberg law. Chi-square test and Cox multifactor model were used to analyze the association of 5-HTTLPR genotype with clinicopathology and prognosis. All the patients were informed and agreed to participate in the study. This study was approved by the Hospital Ethics Committee (2015056).

RESULTSOf 161 colorectal cancer patients, 89 were male and 72 were female; the median age was 64 (25-85) years; 86 (53.5%) cases were colon cancer and 75 (46.5%) were rectal cancer. Genotype was LL in 12 cases, LS in 59 cases and SS in 90 cases, which complied with the law of Hardy-Weinberg genetic balance (χ²=0.288, P=0.592). Univariate analysis showed that 5-HTTLPR gene polymorphism was only associated with lymph node metastasis [lymph node metastasis rate: LL and LS genotype 21.1% (15/71);SS genotype 40.0% (36/90), χ²= 6.532, P=0.011]. The 3-year and 5-year overall survival rates of whole patients were 71% and 63% respectively. Multivariate analysis revealed that the SS genotype was an independent risk factor affecting the overall survival of colorectal cancer patients(HR=1.933, 95%CI:1.090-3.428, P=0.024).

CONCLUSIONAmong genotypes of 5-HTTLPR gene, colorectal cancer patients with SS genotype have higher risk of lymph node metastasis and poorer prognosis.

Adult ; Aged ; Aged, 80 and over ; Colorectal Neoplasms ; genetics ; pathology ; Female ; Genotype ; Humans ; Male ; Middle Aged ; Polymorphism, Genetic ; Prognosis ; Retrospective Studies ; Serotonin Plasma Membrane Transport Proteins ; genetics